{"links":{},"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00069784","sets":["1164:2735:6033:6124"]},"path":["6124"],"owner":"11","recid":"69784","title":["Classification of Idiopathic Interstitial Pneumonia on High-resolution CT Images using Counter-propagation Network"],"pubdate":{"attribute_name":"公開日","attribute_value":"2010-07-05"},"_buckets":{"deposit":"9187b8af-12e9-4ce3-962a-baed63273bc1"},"_deposit":{"id":"69784","pid":{"type":"depid","value":"69784","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"Classification of Idiopathic Interstitial Pneumonia on High-resolution CT Images using Counter-propagation Network","author_link":["0","0"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Classification of Idiopathic Interstitial Pneumonia on High-resolution CT Images using Counter-propagation Network"},{"subitem_title":"Classification of Idiopathic Interstitial Pneumonia on High-resolution CT Images using Counter-propagation Network","subitem_title_language":"en"}]},"item_type_id":"4","publish_date":"2010-07-05","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"Applied Medical Engineering Sciece, Graduate School of Medicine, Yamaguchi University"},{"subitem_text_value":"Graduate School of Informatics and Engineering, University of Electro-Communications"},{"subitem_text_value":"Applied Medical Engineering Sciece, Graduate School of Medicine, Yamaguchi University"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Applied Medical Engineering Sciece, Graduate School of Medicine, Yamaguchi University","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Informatics and Engineering, University of Electro-Communications","subitem_text_language":"en"},{"subitem_text_value":"Applied Medical Engineering Sciece, Graduate School of Medicine, Yamaguchi University","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/69784/files/IPSJ-MPS10079007.pdf"},"date":[{"dateType":"Available","dateValue":"2012-07-05"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-MPS10079007.pdf","filesize":[{"value":"1.8 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"17"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"d7287bda-3b64-4247-8439-8f6a0b08e2dd","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2010 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Yuki, Tanaka"},{"creatorName":"Hayaru, Shouno"},{"creatorName":"Shoji, Kido"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Yuki, Tanaka","creatorNameLang":"en"},{"creatorName":"Hayaru, Shouno","creatorNameLang":"en"},{"creatorName":"Shoji, Kido","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10505667","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"In order to classify the idiopathic interstitial pneumonias(IIPs), extraction and interpretation of features on high-resolution computed tomography (HRCT) image is considered to be effective. The purpose of our study is to develop a diagnosis support system to help diagnostician of classification for those HRCT images using an artificial neural network called counter propagation network. The CPN is a hybrid type neural network model composed from self-organizing map (SOM) for feature extraction and from multi-layered perceptron (MLP) for classification. Applying the CPN for the IIPs images, we could obtain both a kind of similarity map and classification system.","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"In order to classify the idiopathic interstitial pneumonias(IIPs), extraction and interpretation of features on high-resolution computed tomography (HRCT) image is considered to be effective. The purpose of our study is to develop a diagnosis support system to help diagnostician of classification for those HRCT images using an artificial neural network called counter propagation network. The CPN is a hybrid type neural network model composed from self-organizing map (SOM) for feature extraction and from multi-layered perceptron (MLP) for classification. Applying the CPN for the IIPs images, we could obtain both a kind of similarity map and classification system.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告数理モデル化と問題解決（MPS）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2010-07-05","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"7","bibliographicVolumeNumber":"2010-MPS-79"}]},"relation_version_is_last":true,"weko_creator_id":"11"},"created":"2025-01-18T23:29:09.565988+00:00","updated":"2025-01-21T23:46:43.666251+00:00","id":69784}